Sensitivity Estimates for Nonlinear Mathematical Models

• Explainable Benchmarking for Iterative Optimization Heuristics

  2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  13

  citations
• Understanding the impact of feedback regulations on blood cell production and leukemia dynamics using model analysis and simulation of clinically relevant scenarios

  2024 Applied Mathematical Modelling article Mathematics Mathematical Biology Tumor Growth Open access

  31

  citations
• Hyperparameter importance and optimization of quantum neural networks across small datasets

  2023 Machine Learning article Computer Science Quantum Computing Algorithms and Architecture Open access

  26

  citations
• Impacts of fracture properties on the formation and development of stimulated reservoir volume: A global sensitivity analysis

  2022 Journal of Petroleum Science and Engineering article Engineering Hydraulic Fracturing and Reservoir Analysis Open access

  13

  citations
• Impacts of Fracture Properties on the Formation and Development of Stimulated Reservoir Volume: a Global Sensitivity Analysis

  2022 preprint Engineering Hydraulic Fracturing and Reservoir Analysis Open access

  1

  citations
• Hyperparameter Importance of Quantum Neural Networks Across Small Datasets

  2022 Lecture notes in computer science conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  10

  citations
• Setting Up Configuration Spaces and Experiments

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  4

  citations
• A note on tools for prediction under uncertainty and identifiability of SIR-like dynamical systems for epidemiology

  2020 Mathematical Biosciences article Medicine Mathematical and Theoretical Epidemiology and Ecology Models Open access

  30

  citations
• Global Sensitivity Analysis for Patient-Specific Aortic Simulations: The Role of Geometry, Boundary Condition and Large Eddy Simulation Modeling Parameters

  2020 Journal of Biomechanical Engineering article Decision Sciences Probabilistic and Robust Engineering Design

  18

  citations

9 results